儿童自闭症行为检测数据集VOC+YOLO格式5248张34类别有增强

作品简介

注意数据集里面存在很多“重复”图片,这些图片主要是由于视频抽帧造成的,所以看起来“重复”。注意数据集里面也有部分旋转增强图片。

数据集格式:Pascal VOC格式+YOLO格式(不包含分割路径的txt文件,仅仅包含jpg图片以及对应的VOC格式xml文件和yolo格式txt文件)

图片数量(jpg文件个数):5248

标注数量(xml文件个数):5248

标注数量(txt文件个数):5248

标注类别数:34

所在github仓库:firc-dataset

标注类别名称(注意yolo格式类别顺序不和这个对应,而以labels文件夹classes.txt为准):["Lack_social_skill","Stimming","aligning_objects","avoid_eye_contact","awkward_posture","clapping","closing_eyes","continuous_moving","exaggerated_expression","face_rubbing","finger_biting","finger_flapping","finger_smelling","finger_tapping","hand_flapping","hand_leading","head_banging","holding_objects","jumping","lack_of_awareness","lack_of_response","moving_hand_upforth","normal","repetitive_action","rocking","rubbing_eyes","rubbing_hands","rubbing_nose","rubbing_objects","smelling","spinning","tapping_head","weird_expression","weird_laugh"]

每个类别标注的框数:

Lack_social_skill(缺乏社交技能) 框数 = 213

Stimming(刻板刺激行为) 框数 = 186

aligning_objects(排列物品) 框数 = 153

avoid_eye_contact(回避眼神接触) 框数 = 225

awkward_posture(笨拙姿势) 框数 = 246

clapping(拍手) 框数 = 103

closing_eyes(闭眼) 框数 = 140

continuous_moving(持续移动) 框数 = 185

exaggerated_expression(夸张表情) 框数 = 216

face_rubbing(揉脸) 框数 = 110

finger_biting(咬手指) 框数 = 220

finger_flapping(手指拍动) 框数 = 234

finger_smelling(嗅手指) 框数 = 70

finger_tapping(手指轻敲) 框数 = 64

hand_flapping(手部拍动) 框数 = 281

hand_leading(手部引导) 框数 = 181

head_banging(撞头) 框数 = 184

holding_objects(持有物品) 框数 = 281

jumping(跳跃) 框数 = 199

lack_of_awareness(缺乏意识) 框数 = 201

lack_of_response(缺乏回应) 框数 = 97

moving_hand_upforth(手部来回移动) 框数 = 164

normal(正常) 框数 = 265

repetitive_action(重复动作) 框数 = 225

rocking(摇摆身体) 框数 = 106

rubbing_eyes(揉眼睛) 框数 = 58

rubbing_hands(搓手) 框数 = 74

rubbing_nose(揉鼻子) 框数 = 39

rubbing_objects(摩擦物品) 框数 = 67

smelling(嗅闻) 框数 = 44

spinning(旋转) 框数 = 102

tapping_head(轻敲头部) 框数 = 36

weird_expression(怪异表情) 框数 = 226

weird_laugh(怪异笑声) 框数 = 189

总框数:5384

每个类别占有图片数:

Lack_social_skill(缺乏社交技能) 占有图片数 = 209

Stimming(刻板刺激行为) 占有图片数 = 186

aligning_objects(排列物品) 占有图片数 = 153

avoid_eye_contact(回避眼神接触) 占有图片数 = 224

awkward_posture(笨拙姿势) 占有图片数 = 242

clapping(拍手) 占有图片数 = 103

closing_eyes(闭眼) 占有图片数 = 138

continuous_moving(持续移动) 占有图片数 = 185

exaggerated_expression(夸张表情) 占有图片数 = 216

face_rubbing(揉脸) 占有图片数 = 110

finger_biting(咬手指) 占有图片数 = 220

finger_flapping(手指拍动) 占有图片数 = 234

finger_smelling(嗅手指) 占有图片数 = 70

finger_tapping(手指轻敲) 占有图片数 = 64

hand_flapping(手部拍动) 占有图片数 = 281

hand_leading(手部引导) 占有图片数 = 181

head_banging(撞头) 占有图片数 = 184

holding_objects(持有物品) 占有图片数 = 237

jumping(跳跃) 占有图片数 = 199

lack_of_awareness(缺乏意识) 占有图片数 = 201

lack_of_response(缺乏回应) 占有图片数 = 93

moving_hand_upforth(手部来回移动) 占有图片数 = 164

normal(正常) 占有图片数 = 265

repetitive_action(重复动作) 占有图片数 = 224

rocking(摇摆身体) 占有图片数 = 104

rubbing_eyes(揉眼睛) 占有图片数 = 58

rubbing_hands(搓手) 占有图片数 = 73

rubbing_nose(揉鼻子) 占有图片数 = 39

rubbing_objects(摩擦物品) 占有图片数 = 67

smelling(嗅闻) 占有图片数 = 42

spinning(旋转) 占有图片数 = 101

tapping_head(轻敲头部) 占有图片数 = 35

weird_expression(怪异表情) 占有图片数 = 223

weird_laugh(怪异笑声) 占有图片数 = 188

图片分辨率:640x640

使用标注工具:labelImg

标注规则:对类别进行画矩形框

重要说明:数据集没有划分训练验证测试集需自行划分

特别声明:本数据集不对训练的模型或者权重文件精度作任何保证

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